Pandas Profiling Report

Dataset statistics

Number of variables	19
Number of observations	50000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.6 MiB
Average record size in memory	160.0 B

Variable types

Numeric	11
Categorical	8

Warnings

`artist_name` has a high cardinality: 6863 distinct values	High cardinality
`track_hash` has a high cardinality: 43155 distinct values	High cardinality
`track_name` has a high cardinality: 41699 distinct values	High cardinality
`tempo` has a high cardinality: 29394 distinct values	High cardinality
`acousticness` is highly correlated with `energy` and 1 other fields	High correlation
`energy` is highly correlated with `acousticness` and 1 other fields	High correlation
`instrumentalness` is highly correlated with `loudness`	High correlation
`loudness` is highly correlated with `acousticness` and 2 other fields	High correlation
`acousticness` is highly correlated with `energy` and 1 other fields	High correlation
`energy` is highly correlated with `acousticness` and 1 other fields	High correlation
`loudness` is highly correlated with `acousticness` and 1 other fields	High correlation
`acousticness` is highly correlated with `energy`	High correlation
`energy` is highly correlated with `acousticness` and 1 other fields	High correlation
`loudness` is highly correlated with `energy`	High correlation
`speechiness` is highly correlated with `music_genre`	High correlation
`loudness` is highly correlated with `instrumentalness` and 4 other fields	High correlation
`instrumentalness` is highly correlated with `loudness` and 1 other fields	High correlation
`valence` is highly correlated with `danceability` and 1 other fields	High correlation
`acousticness` is highly correlated with `loudness` and 2 other fields	High correlation
`music_genre` is highly correlated with `speechiness` and 6 other fields	High correlation
`popularity` is highly correlated with `music_genre`	High correlation
`danceability` is highly correlated with `loudness` and 3 other fields	High correlation
`energy` is highly correlated with `loudness` and 4 other fields	High correlation
`instance_id` is uniformly distributed	Uniform
`track_hash` is uniformly distributed	Uniform
`track_name` is uniformly distributed	Uniform
`music_genre` is uniformly distributed	Uniform
`instance_id` has unique values	Unique
`popularity` has 694 (1.4%) zeros	Zeros
`instrumentalness` has 15001 (30.0%) zeros	Zeros

Reproduction

Analysis started	2021-09-09 16:41:17.664226
Analysis finished	2021-09-09 16:41:53.997545
Duration	36.33 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

instance_id
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	50000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55888.39636

Minimum	20002
Maximum	91759
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	20002
5-th percentile	23561.95
Q1	37973.5
median	55913.5
Q3	73863.25
95-th percentile	88163.05
Maximum	91759
Range	71757
Interquartile range (IQR)	35889.75

Descriptive statistics

Standard deviation	20725.25625
Coefficient of variation (CV)	0.3708329028
Kurtosis	-1.200690581
Mean	55888.39636
Median Absolute Deviation (MAD)	17945.5
Skewness	-0.001860513236
Sum	2794419818
Variance	429536246.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85829	1	< 0.1%
27384	1	< 0.1%
31450	1	< 0.1%
29403	1	< 0.1%
82653	1	< 0.1%
88798	1	< 0.1%
86751	1	< 0.1%
43744	1	< 0.1%
41697	1	< 0.1%
47842	1	< 0.1%
Other values (49990)	49990	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20002	1	< 0.1%
20005	1	< 0.1%
20007	1	< 0.1%
20008	1	< 0.1%
20009	1	< 0.1%
20010	1	< 0.1%
20011	1	< 0.1%
20012	1	< 0.1%
20016	1	< 0.1%
20017	1	< 0.1%

Value	Count	Frequency (%)
91759	1	< 0.1%
91758	1	< 0.1%
91757	1	< 0.1%
91754	1	< 0.1%
91753	1	< 0.1%
91752	1	< 0.1%
91751	1	< 0.1%
91749	1	< 0.1%
91748	1	< 0.1%
91747	1	< 0.1%

artist_name
Categorical

HIGH CARDINALITY

Distinct	6863
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

empty_field	2489
Nobuo Uematsu	429
Wolfgang Amadeus Mozart	402
Ludwig van Beethoven	317
Johann Sebastian Bach	314
Other values (6858)	46049

Length

Max length	52
Median length	11
Mean length	11.89154
Min length	1

Characters and Unicode

Total characters	594577
Distinct characters	208
Distinct categories	15 ?
Distinct scripts	6 ?
Distinct blocks	11 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2346 ?
Unique (%)	4.7%

Sample

1st row	Avenged Sevenfold
2nd row	BADBADNOTGOOD
3rd row	System Of A Down
4th row	Jeremy Camp
5th row	Three Days Grace

Common Values

Value	Count	Frequency (%)
empty_field	2489	5.0%
Nobuo Uematsu	429	0.9%
Wolfgang Amadeus Mozart	402	0.8%
Ludwig van Beethoven	317	0.6%
Johann Sebastian Bach	314	0.6%
Frédéric Chopin	241	0.5%
Drake	172	0.3%
Capcom Sound Team	169	0.3%
Yuki Hayashi	167	0.3%
Eminem	147	0.3%
Other values (6853)	45153	90.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	3675	3.8%
empty_field	2489	2.6%
	737	0.8%
band	481	0.5%
nobuo	429	0.4%
uematsu	429	0.4%
of	427	0.4%
wolfgang	409	0.4%
amadeus	402	0.4%
mozart	402	0.4%
Other values (8118)	86872	89.8%

Most occurring characters

Value	Count	Frequency (%)
e	52577	8.8%
	46752	7.9%
a	43628	7.3%
i	35410	6.0%
o	33338	5.6%
n	32203	5.4%
r	29404	4.9%
l	24602	4.1%
t	23091	3.9%
s	21627	3.6%
Other values (198)	251945	42.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	428594	72.1%
Uppercase Letter	110102	18.5%
Space Separator	46752	7.9%
Other Punctuation	3165	0.5%
Connector Punctuation	2489	0.4%
Decimal Number	1637	0.3%
Dash Punctuation	818	0.1%
Currency Symbol	438	0.1%
Other Letter	349	0.1%
Open Punctuation	60	< 0.1%
Other values (5)	173	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
い	25	7.2%
と	16	4.6%
う	16	4.6%
か	16	4.6%
な	16	4.6%
こ	16	4.6%
計	12	3.4%
画	12	3.4%
音	12	3.4%
黒	10	2.9%
Other values (62)	198	56.7%

Lowercase Letter

Value	Count	Frequency (%)
e	52577	12.3%
a	43628	10.2%
i	35410	8.3%
o	33338	7.8%
n	32203	7.5%
r	29404	6.9%
l	24602	5.7%
t	23091	5.4%
s	21627	5.0%
h	17722	4.1%
Other values (50)	114992	26.8%

Uppercase Letter

Value	Count	Frequency (%)
T	9100	8.3%
S	8601	7.8%
B	8412	7.6%
A	6966	6.3%
M	6808	6.2%
C	6758	6.1%
D	5384	4.9%
J	5303	4.8%
R	5187	4.7%
L	4971	4.5%
Other values (25)	42612	38.7%

Other Punctuation

Value	Count	Frequency (%)
.	1503	47.5%
&	659	20.8%
'	370	11.7%
,	316	10.0%
!	162	5.1%
"	72	2.3%
*	32	1.0%
/	20	0.6%
:	15	0.5%
?	10	0.3%
Other values (2)	6	0.2%

Decimal Number

Value	Count	Frequency (%)
1	285	17.4%
2	272	16.6%
0	176	10.8%
9	169	10.3%
7	157	9.6%
5	125	7.6%
3	122	7.5%
6	119	7.3%
4	110	6.7%
8	102	6.2%

Other Symbol

Value	Count	Frequency (%)
△	12	30.8%
★	10	25.6%
☆	10	25.6%
✰	4	10.3%
✝	3	7.7%

Math Symbol

Value	Count	Frequency (%)
+	55	94.8%
=	2	3.4%
×	1	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	814	99.5%
–	4	0.5%

Open Punctuation

Value	Count	Frequency (%)
[	39	65.0%
(	21	35.0%

Close Punctuation

Value	Count	Frequency (%)
]	39	65.0%
)	21	35.0%

Space Separator

Value	Count	Frequency (%)
	46752	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2489	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	438	100.0%

Modifier Letter

Value	Count	Frequency (%)
々	7	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	538671	90.6%
Common	55527	9.3%
Han	220	< 0.1%
Hiragana	123	< 0.1%
Greek	23	< 0.1%
Katakana	13	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	52577	9.8%
a	43628	8.1%
i	35410	6.6%
o	33338	6.2%
n	32203	6.0%
r	29404	5.5%
l	24602	4.6%
t	23091	4.3%
s	21627	4.0%
h	17722	3.3%
Other values (83)	225069	41.8%

Han

Value	Count	Frequency (%)
計	12	5.5%
画	12	5.5%
音	12	5.5%
黒	10	4.5%
崎	10	4.5%
真	10	4.5%
大	9	4.1%
原	8	3.6%
子	8	3.6%
田	7	3.2%
Other values (43)	122	55.5%

Common

Value	Count	Frequency (%)
	46752	84.2%
_	2489	4.5%
.	1503	2.7%
-	814	1.5%
&	659	1.2%
$	438	0.8%
'	370	0.7%
,	316	0.6%
1	285	0.5%
2	272	0.5%
Other values (31)	1629	2.9%

Hiragana

Value	Count	Frequency (%)
い	25	20.3%
と	16	13.0%
う	16	13.0%
か	16	13.0%
な	16	13.0%
こ	16	13.0%
ゆ	8	6.5%
ま	4	3.3%
み	4	3.3%
あ	1	0.8%

Katakana

Value	Count	Frequency (%)
リ	3	23.1%
ウ	2	15.4%
エ	2	15.4%
ツ	1	7.7%
カ	1	7.7%
レ	1	7.7%
ム	1	7.7%
シ	1	7.7%
キ	1	7.7%

Greek

Value	Count	Frequency (%)
μ	23	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	592398	99.6%
Latin 1 Sup	1621	0.3%
CJK	213	< 0.1%
Latin Ext A	123	< 0.1%
Hiragana	123	< 0.1%
None	30	< 0.1%
Misc Symbols	20	< 0.1%
Punctuation	17	< 0.1%
Katakana	13	< 0.1%
Geometric Shapes	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	52577	8.9%
	46752	7.9%
a	43628	7.4%
i	35410	6.0%
o	33338	5.6%
n	32203	5.4%
r	29404	5.0%
l	24602	4.2%
t	23091	3.9%
s	21627	3.7%
Other values (73)	249766	42.2%

Latin 1 Sup

Value	Count	Frequency (%)
é	767	47.3%
ó	171	10.5%
á	153	9.4%
í	114	7.0%
ö	106	6.5%
ø	34	2.1%
ü	33	2.0%
ë	31	1.9%
ÿ	31	1.9%
Ó	28	1.7%
Other values (21)	153	9.4%

Dingbats

Value	Count	Frequency (%)
✰	4	57.1%
✝	3	42.9%

Latin Ext A

Value	Count	Frequency (%)
ř	85	69.1%
š	12	9.8%
č	7	5.7%
ı	5	4.1%
œ	2	1.6%
ē	2	1.6%
ł	2	1.6%
ů	2	1.6%
Ē	2	1.6%
ć	2	1.6%
Other values (2)	2	1.6%

CJK

Value	Count	Frequency (%)
計	12	5.6%
画	12	5.6%
音	12	5.6%
黒	10	4.7%
崎	10	4.7%
真	10	4.7%
大	9	4.2%
原	8	3.8%
子	8	3.8%
田	7	3.3%
Other values (42)	115	54.0%

Geometric Shapes

Value	Count	Frequency (%)
△	12	100.0%

Hiragana

Value	Count	Frequency (%)
い	25	20.3%
と	16	13.0%
う	16	13.0%
か	16	13.0%
な	16	13.0%
こ	16	13.0%
ゆ	8	6.5%
ま	4	3.3%
み	4	3.3%
あ	1	0.8%

None

Value	Count	Frequency (%)
μ	23	76.7%
々	7	23.3%

Misc Symbols

Value	Count	Frequency (%)
★	10	50.0%
☆	10	50.0%

Katakana

Value	Count	Frequency (%)
リ	3	23.1%
ウ	2	15.4%
エ	2	15.4%
ツ	1	7.7%
カ	1	7.7%
レ	1	7.7%
ム	1	7.7%
シ	1	7.7%
キ	1	7.7%

Punctuation

Value	Count	Frequency (%)
’	9	52.9%
–	4	23.5%
•	4	23.5%

track_hash
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	43155
Distinct (%)	86.3%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

0wY9rA9fJkuESyYm9uzVK5	6
4YZbVct8l9MnAVIROnLQdx	6
1HwbgJAU9PZ7YbzKgVgoIF	6
0hK8IwYBQwGbTgd7C5XyRZ	6
4QbraaiC4oHW1qmWy7M3AI	5
Other values (43150)	49971

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	1100000
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37622 ?
Unique (%)	75.2%

Sample

1st row	0caajoOsHzQOZtIXitnRUN
2nd row	0bdabO15YOj0iZPg2OujAw
3rd row	0blIe8ZSUusQfh4hvBNWoD
4th row	0CBM2iiBZmfKntDeQYboqU
5th row	0c1gHntWjKD7QShC8s99sq

Common Values

Value	Count	Frequency (%)
0wY9rA9fJkuESyYm9uzVK5	6	< 0.1%
4YZbVct8l9MnAVIROnLQdx	6	< 0.1%
1HwbgJAU9PZ7YbzKgVgoIF	6	< 0.1%
0hK8IwYBQwGbTgd7C5XyRZ	6	< 0.1%
4QbraaiC4oHW1qmWy7M3AI	5	< 0.1%
3td69vL9Py7Ai9wfXYnvji	5	< 0.1%
1Ug1mV9h5qVSs4rvvnQWux	5	< 0.1%
4QhWbupniDd44EDtnh2bFJ	5	< 0.1%
4prEPl61C8qZpeo3IkYSMl	5	< 0.1%
5IFCyWplye09HytIP80RCF	5	< 0.1%
Other values (43145)	49946	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0wy9ra9fjkuesyym9uzvk5	6	< 0.1%
1hwbgjau9pz7ybzkgvgoif	6	< 0.1%
0hk8iwybqwgbtgd7c5xyrz	6	< 0.1%
4yzbvct8l9mnavironlqdx	6	< 0.1%
3wicqmk8qurejpsjubipik	5	< 0.1%
0hrd6csafhhqkptyfppmqh	5	< 0.1%
4qbraaic4ohw1qmwy7m3ai	5	< 0.1%
2wrzpld8qdrrxmxc63e5wj	5	< 0.1%
3td69vl9py7ai9wfxynvji	5	< 0.1%
4prepl61c8qzpeo3ikysml	5	< 0.1%
Other values (43145)	49946	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	29028	2.6%
0	27491	2.5%
3	25058	2.3%
2	22620	2.1%
4	22241	2.0%
7	22157	2.0%
5	21836	2.0%
W	17496	1.6%
8	17475	1.6%
h	17402	1.6%
Other values (52)	877196	79.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	439790	40.0%
Lowercase Letter	438436	39.9%
Decimal Number	221774	20.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
h	17402	4.0%
x	17380	4.0%
y	17323	4.0%
i	17305	3.9%
w	17218	3.9%
v	17105	3.9%
q	17093	3.9%
j	17054	3.9%
u	17021	3.9%
t	16990	3.9%
Other values (16)	266545	60.8%

Uppercase Letter

Value	Count	Frequency (%)
W	17496	4.0%
Z	17354	3.9%
I	17317	3.9%
H	17311	3.9%
X	17250	3.9%
Y	17208	3.9%
V	17156	3.9%
B	17097	3.9%
T	17029	3.9%
U	16986	3.9%
Other values (16)	267586	60.8%

Decimal Number

Value	Count	Frequency (%)
1	29028	13.1%
0	27491	12.4%
3	25058	11.3%
2	22620	10.2%
4	22241	10.0%
7	22157	10.0%
5	21836	9.8%
8	17475	7.9%
6	17050	7.7%
9	16818	7.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	878226	79.8%
Common	221774	20.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
W	17496	2.0%
h	17402	2.0%
x	17380	2.0%
Z	17354	2.0%
y	17323	2.0%
I	17317	2.0%
H	17311	2.0%
i	17305	2.0%
X	17250	2.0%
w	17218	2.0%
Other values (42)	704870	80.3%

Common

Value	Count	Frequency (%)
1	29028	13.1%
0	27491	12.4%
3	25058	11.3%
2	22620	10.2%
4	22241	10.0%
7	22157	10.0%
5	21836	9.8%
8	17475	7.9%
6	17050	7.7%
9	16818	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1100000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	29028	2.6%
0	27491	2.5%
3	25058	2.3%
2	22620	2.1%
4	22241	2.0%
7	22157	2.0%
5	21836	2.0%
W	17496	1.6%
8	17475	1.6%
h	17402	1.6%
Other values (52)	877196	79.7%

track_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	41699
Distinct (%)	83.4%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Home	16
Forever	15
Without You	14
Fire	13
Wake Up	13
Other values (41694)	49929

Length

Max length	250
Median length	15
Mean length	20.27006
Min length	1

Characters and Unicode

Total characters	1013503
Distinct characters	1202
Distinct categories	20 ?
Distinct scripts	8 ?
Distinct blocks	15 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35954 ?
Unique (%)	71.9%

Sample

1st row	Requiem
2nd row	In Your Eyes (feat. Charlotte Day Wilson)
3rd row	F**k The System
4th row	There Will Be A Day
5th row	It's All Over

Common Values

Value	Count	Frequency (%)
Home	16	< 0.1%
Forever	15	< 0.1%
Without You	14	< 0.1%
Fire	13	< 0.1%
Wake Up	13	< 0.1%
Summertime	13	< 0.1%
Save Me	12	< 0.1%
Echo	12	< 0.1%
Dreams	12	< 0.1%
Diamonds	11	< 0.1%
Other values (41689)	49869	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	7106	3.7%
the	5588	2.9%
in	3351	1.8%
feat	2809	1.5%
i	2376	1.3%
you	2255	1.2%
no	2216	1.2%
of	1937	1.0%
a	1918	1.0%
me	1719	0.9%
Other values (25296)	158625	83.5%

Most occurring characters

Value	Count	Frequency (%)
	139900	13.8%
e	86010	8.5%
o	60714	6.0%
a	55964	5.5%
n	50418	5.0%
i	49929	4.9%
t	44696	4.4%
r	43037	4.2%
l	30509	3.0%
s	30453	3.0%
Other values (1192)	421873	41.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	625136	61.7%
Uppercase Letter	171201	16.9%
Space Separator	139900	13.8%
Other Punctuation	30561	3.0%
Decimal Number	19271	1.9%
Other Letter	7938	0.8%
Dash Punctuation	6740	0.7%
Close Punctuation	5919	0.6%
Open Punctuation	5907	0.6%
Modifier Letter	315	< 0.1%
Other values (10)	615	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
の	370	4.7%
ン	205	2.6%
ラ	139	1.8%
イ	137	1.7%
ト	133	1.7%
ス	133	1.7%
ル	127	1.6%
い	124	1.6%
り	112	1.4%
ロ	94	1.2%
Other values (969)	6364	80.2%

Lowercase Letter

Value	Count	Frequency (%)
e	86010	13.8%
o	60714	9.7%
a	55964	9.0%
n	50418	8.1%
i	49929	8.0%
t	44696	7.1%
r	43037	6.9%
l	30509	4.9%
s	30453	4.9%
h	22557	3.6%
Other values (81)	150849	24.1%

Uppercase Letter

Value	Count	Frequency (%)
S	13878	8.1%
T	13210	7.7%
M	11838	6.9%
I	11646	6.8%
A	10581	6.2%
L	9746	5.7%
B	9173	5.4%
R	8097	4.7%
C	8012	4.7%
D	7841	4.6%
Other values (40)	67179	39.2%

Other Punctuation

Value	Count	Frequency (%)
.	11448	37.5%
,	5652	18.5%
'	4785	15.7%
:	3818	12.5%
"	1728	5.7%
&	1092	3.6%
/	791	2.6%
!	570	1.9%
?	276	0.9%
*	132	0.4%
Other values (10)	269	0.9%

Decimal Number

Value	Count	Frequency (%)
1	4017	20.8%
2	3519	18.3%
0	2700	14.0%
3	1625	8.4%
4	1484	7.7%
5	1323	6.9%
9	1318	6.8%
6	1251	6.5%
7	1060	5.5%
8	974	5.1%

Math Symbol

Value	Count	Frequency (%)
~	39	31.2%
+	31	24.8%
\|	24	19.2%
<	8	6.4%
>	7	5.6%
=	7	5.6%
∞	4	3.2%
×	3	2.4%
←	1	0.8%
→	1	0.8%

Other Symbol

Value	Count	Frequency (%)
°	7	38.9%
☆	3	16.7%
®	3	16.7%
♀	1	5.6%
♂	1	5.6%
◎	1	5.6%
★	1	5.6%
♪	1	5.6%

Open Punctuation

Value	Count	Frequency (%)
(	5634	95.4%
[	222	3.8%
「	40	0.7%
《	6	0.1%
『	3	0.1%
【	1	< 0.1%
„	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	5639	95.3%
]	222	3.8%
」	45	0.8%
》	6	0.1%
】	4	0.1%
』	3	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6662	98.8%
〜	51	0.8%
–	17	0.3%
—	10	0.1%

Final Punctuation

Value	Count	Frequency (%)
’	201	89.7%
”	21	9.4%
»	2	0.9%

Initial Punctuation

Value	Count	Frequency (%)
“	20	71.4%
‘	6	21.4%
«	2	7.1%

Modifier Letter

Value	Count	Frequency (%)
ー	305	96.8%
々	10	3.2%

Format

Value	Count	Frequency (%)
‬	10	62.5%
	6	37.5%

Modifier Symbol

Value	Count	Frequency (%)
´	7	77.8%
^	2	22.2%

Space Separator

Value	Count	Frequency (%)
	139900	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	162	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	31	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	796127	78.6%
Common	209217	20.6%
Katakana	3162	0.3%
Han	2664	0.3%
Hiragana	2113	0.2%
Cyrillic	211	< 0.1%
Hebrew	8	< 0.1%
Greek	1	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
戦	35	1.3%
風	34	1.3%
君	29	1.1%
女	29	1.1%
日	27	1.0%
闘	24	0.9%
夜	23	0.9%
曲	22	0.8%
月	22	0.8%
世	22	0.8%
Other values (812)	2397	90.0%

Latin

Value	Count	Frequency (%)
e	86010	10.8%
o	60714	7.6%
a	55964	7.0%
n	50418	6.3%
i	49929	6.3%
t	44696	5.6%
r	43037	5.4%
l	30509	3.8%
s	30453	3.8%
h	22557	2.8%
Other values (94)	321840	40.4%

Common

Value	Count	Frequency (%)
	139900	66.9%
.	11448	5.5%
-	6662	3.2%
,	5652	2.7%
)	5639	2.7%
(	5634	2.7%
'	4785	2.3%
1	4017	1.9%
:	3818	1.8%
2	3519	1.7%
Other values (70)	18143	8.7%

Katakana

Value	Count	Frequency (%)
ン	205	6.5%
ラ	139	4.4%
イ	137	4.3%
ト	133	4.2%
ス	133	4.2%
ル	127	4.0%
ロ	94	3.0%
リ	91	2.9%
ア	81	2.6%
ク	81	2.6%
Other values (68)	1941	61.4%

Hiragana

Value	Count	Frequency (%)
の	370	17.5%
い	124	5.9%
り	112	5.3%
と	92	4.4%
な	87	4.1%
た	76	3.6%
よ	69	3.3%
る	55	2.6%
て	53	2.5%
し	53	2.5%
Other values (62)	1022	48.4%

Cyrillic

Value	Count	Frequency (%)
о	25	11.8%
а	18	8.5%
и	16	7.6%
н	15	7.1%
с	14	6.6%
е	13	6.2%
к	11	5.2%
т	10	4.7%
м	7	3.3%
р	7	3.3%
Other values (28)	75	35.5%

Hebrew

Value	Count	Frequency (%)
ל	2	25.0%
ר	1	12.5%
ק	1	12.5%
ב	1	12.5%
י	1	12.5%
ו	1	12.5%
ת	1	12.5%

Greek

Value	Count	Frequency (%)
μ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1003131	99.0%
Katakana	3557	0.4%
CJK	2654	0.3%
Hiragana	2113	0.2%
Latin 1 Sup	1299	0.1%
Punctuation	299	< 0.1%
Cyrillic	211	< 0.1%
None	199	< 0.1%
Latin Ext A	17	< 0.1%
Hebrew	8	< 0.1%
Other values (5)	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	139900	13.9%
e	86010	8.6%
o	60714	6.1%
a	55964	5.6%
n	50418	5.0%
i	49929	5.0%
t	44696	4.5%
r	43037	4.3%
l	30509	3.0%
s	30453	3.0%
Other values (81)	411501	41.0%

Latin 1 Sup

Value	Count	Frequency (%)
é	374	28.8%
è	108	8.3%
ü	107	8.2%
ö	92	7.1%
ä	70	5.4%
í	66	5.1%
ó	65	5.0%
á	54	4.2%
à	51	3.9%
ñ	45	3.5%
Other values (42)	267	20.6%

Punctuation

Value	Count	Frequency (%)
’	201	67.2%
”	21	7.0%
“	20	6.7%
–	17	5.7%
—	10	3.3%
‬	10	3.3%
…	7	2.3%
‘	6	2.0%
	6	2.0%
„	1	0.3%

Katakana

Value	Count	Frequency (%)
ー	305	8.6%
ン	205	5.8%
ラ	139	3.9%
イ	137	3.9%
ト	133	3.7%
ス	133	3.7%
ル	127	3.6%
ロ	94	2.6%
リ	91	2.6%
・	90	2.5%
Other values (70)	2103	59.1%

CJK

Value	Count	Frequency (%)
戦	35	1.3%
風	34	1.3%
君	29	1.1%
女	29	1.1%
日	27	1.0%
闘	24	0.9%
夜	23	0.9%
曲	22	0.8%
月	22	0.8%
世	22	0.8%
Other values (811)	2387	89.9%

Hiragana

Value	Count	Frequency (%)
の	370	17.5%
い	124	5.9%
り	112	5.3%
と	92	4.4%
な	87	4.1%
た	76	3.6%
よ	69	3.3%
る	55	2.6%
て	53	2.5%
し	53	2.5%
Other values (62)	1022	48.4%

None

Value	Count	Frequency (%)
〜	51	25.6%
」	45	22.6%
「	40	20.1%
、	21	10.6%
々	10	5.0%
。	8	4.0%
《	6	3.0%
》	6	3.0%
】	4	2.0%
『	3	1.5%
Other values (3)	5	2.5%

Misc Symbols

Value	Count	Frequency (%)
☆	3	42.9%
♀	1	14.3%
♂	1	14.3%
★	1	14.3%
♪	1	14.3%

Arrows

Value	Count	Frequency (%)
←	1	50.0%
→	1	50.0%

Math Operators

Value	Count	Frequency (%)
∞	4	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Geometric Shapes

Value	Count	Frequency (%)
◎	1	100.0%

Latin Ext A

Value	Count	Frequency (%)
š	7	41.2%
ř	3	17.6%
ě	2	11.8%
ō	1	5.9%
Ž	1	5.9%
ž	1	5.9%
Č	1	5.9%
č	1	5.9%

Cyrillic

Value	Count	Frequency (%)
о	25	11.8%
а	18	8.5%
и	16	7.6%
н	15	7.1%
с	14	6.6%
е	13	6.2%
к	11	5.2%
т	10	4.7%
м	7	3.3%
р	7	3.3%
Other values (28)	75	35.5%

Hebrew

Value	Count	Frequency (%)
ל	2	25.0%
ר	1	12.5%
ק	1	12.5%
ב	1	12.5%
י	1	12.5%
ו	1	12.5%
ת	1	12.5%

popularity
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	99
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.22042

Minimum	0
Maximum	99
Zeros	694
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	18
Q1	34
median	45
Q3	56
95-th percentile	68
Maximum	99
Range	99
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	15.54200843
Coefficient of variation (CV)	0.3514667756
Kurtosis	0.01346140335
Mean	44.22042
Median Absolute Deviation (MAD)	11
Skewness	-0.3047913763
Sum	2211021
Variance	241.5540261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	1316	2.6%
54	1295	2.6%
53	1286	2.6%
50	1265	2.5%
55	1250	2.5%
51	1229	2.5%
56	1222	2.4%
38	1212	2.4%
36	1197	2.4%
37	1193	2.4%
Other values (89)	37535	75.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	694	1.4%
1	31	0.1%
2	51	0.1%
3	43	0.1%
4	42	0.1%
5	27	0.1%
6	14	< 0.1%
7	21	< 0.1%
8	45	0.1%
9	57	0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95	2	< 0.1%
94	1	< 0.1%
93	2	< 0.1%
92	1	< 0.1%
91	2	< 0.1%
90	7	< 0.1%
89	8	< 0.1%

acousticness
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4193
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3063827163

Minimum	0
Maximum	0.996
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.000393
Q1	0.02
median	0.144
Q3	0.552
95-th percentile	0.978
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.532

Descriptive statistics

Standard deviation	0.3413400065
Coefficient of variation (CV)	1.114096809
Kurtosis	-0.7216753954
Mean	0.3063827163
Median Absolute Deviation (MAD)	0.141165
Skewness	0.8823528035
Sum	15319.13582
Variance	0.116513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.995	278	0.6%
0.994	240	0.5%
0.992	215	0.4%
0.993	198	0.4%
0.991	158	0.3%
0.99	158	0.3%
0.989	136	0.3%
0.985	119	0.2%
0.982	117	0.2%
0.987	116	0.2%
Other values (4183)	48265	96.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.02 × 10^-6	1	< 0.1%
1.27 × 10^-6	1	< 0.1%
1.37 × 10^-6	1	< 0.1%
1.38 × 10^-6	1	< 0.1%
1.39 × 10^-6	3	< 0.1%
1.46 × 10^-6	1	< 0.1%
1.55 × 10^-6	1	< 0.1%
1.57 × 10^-6	1	< 0.1%
1.6 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.996	83	0.2%
0.995	278	0.6%
0.994	240	0.5%
0.993	198	0.4%
0.992	215	0.4%
0.991	158	0.3%
0.99	158	0.3%
0.989	136	0.3%
0.988	103	0.2%
0.987	116	0.2%

danceability
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1088
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.558240944

Minimum	0.0596
Maximum	0.986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.0596
5-th percentile	0.233
Q1	0.442
median	0.568
Q3	0.687
95-th percentile	0.837
Maximum	0.986
Range	0.9264
Interquartile range (IQR)	0.245

Descriptive statistics

Standard deviation	0.1786319471
Coefficient of variation (CV)	0.3199907657
Kurtosis	-0.3006361617
Mean	0.558240944
Median Absolute Deviation (MAD)	0.122
Skewness	-0.2999180105
Sum	27912.0472
Variance	0.03190937254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.529	143	0.3%
0.657	139	0.3%
0.61	134	0.3%
0.554	133	0.3%
0.547	130	0.3%
0.499	130	0.3%
0.589	129	0.3%
0.628	128	0.3%
0.576	127	0.3%
0.644	126	0.3%
Other values (1078)	48681	97.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0596	1	< 0.1%
0.06	1	< 0.1%
0.0602	1	< 0.1%
0.0606	2	< 0.1%
0.0607	2	< 0.1%
0.061	1	< 0.1%
0.0613	1	< 0.1%
0.0614	1	< 0.1%
0.0616	1	< 0.1%
0.0617	1	< 0.1%

Value	Count	Frequency (%)
0.986	1	< 0.1%
0.98	2	< 0.1%
0.979	1	< 0.1%
0.978	2	< 0.1%
0.977	2	< 0.1%
0.976	1	< 0.1%
0.975	1	< 0.1%
0.974	1	< 0.1%
0.973	1	< 0.1%
0.972	2	< 0.1%

duration_ms
Real number (ℝ)

Distinct	26028
Distinct (%)	52.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	221252.6029

Minimum	-1
Maximum	4830606
Zeros	0
Zeros (%)	0.0%
Negative	4939
Negative (%)	9.9%
Memory size	781.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	174800
median	219281
Q3	268612.25
95-th percentile	401497.05
Maximum	4830606
Range	4830607
Interquartile range (IQR)	93812.25

Descriptive statistics

Standard deviation	128671.9572
Coefficient of variation (CV)	0.5815613263
Kurtosis	98.16617277
Mean	221252.6029
Median Absolute Deviation (MAD)	46866
Skewness	4.264927735
Sum	1.106263014 × 10¹⁰
Variance	1.655647256 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	4939	9.9%
240000	33	0.1%
192000	32	0.1%
180000	28	0.1%
216000	20	< 0.1%
208000	19	< 0.1%
186000	19	< 0.1%
185600	17	< 0.1%
228000	16	< 0.1%
230400	16	< 0.1%
Other values (26018)	44861	89.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	4939	9.9%
15509	1	< 0.1%
16316	1	< 0.1%
19693	1	< 0.1%
20096	1	< 0.1%
22750	1	< 0.1%
24000	1	< 0.1%
26293	1	< 0.1%
26717	1	< 0.1%
27179	1	< 0.1%

Value	Count	Frequency (%)
4830606	1	< 0.1%
4497994	1	< 0.1%
4276000	1	< 0.1%
3195440	1	< 0.1%
2764934	1	< 0.1%
2294000	1	< 0.1%
2019293	1	< 0.1%
1935787	1	< 0.1%
1872653	1	< 0.1%
1778440	1	< 0.1%

energy
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2085
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5997547876

Minimum	0.000792
Maximum	0.999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.000792
5-th percentile	0.0728
Q1	0.433
median	0.643
Q3	0.815
95-th percentile	0.953
Maximum	0.999
Range	0.998208
Interquartile range (IQR)	0.382

Descriptive statistics

Standard deviation	0.2645592667
Coefficient of variation (CV)	0.4411123882
Kurtosis	-0.5943393708
Mean	0.5997547876
Median Absolute Deviation (MAD)	0.187
Skewness	-0.5702833972
Sum	29987.73938
Variance	0.06999160558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.805	103	0.2%
0.675	103	0.2%
0.72	99	0.2%
0.859	98	0.2%
0.83	96	0.2%
0.902	93	0.2%
0.824	92	0.2%
0.833	91	0.2%
0.856	90	0.2%
0.939	90	0.2%
Other values (2075)	49045	98.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.000792	1	< 0.1%
0.000795	1	< 0.1%
0.000825	1	< 0.1%
0.0009	1	< 0.1%
0.000943	1	< 0.1%
0.000953	1	< 0.1%
0.00101	1	< 0.1%
0.00104	1	< 0.1%
0.00106	2	< 0.1%
0.00108	1	< 0.1%

Value	Count	Frequency (%)
0.999	5	< 0.1%
0.998	16	< 0.1%
0.997	18	< 0.1%
0.996	30	0.1%
0.995	46	0.1%
0.994	36	0.1%
0.993	30	0.1%
0.992	37	0.1%
0.991	51	0.1%
0.99	44	0.1%

instrumentalness
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	5131
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1816006815

Minimum	0
Maximum	0.996
Zeros	15001
Zeros (%)	30.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.000158
Q3	0.155
95-th percentile	0.908
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.155

Descriptive statistics

Standard deviation	0.3254090738
Coefficient of variation (CV)	1.791893462
Kurtosis	0.4567189695
Mean	0.1816006815
Median Absolute Deviation (MAD)	0.000158
Skewness	1.487047516
Sum	9080.034076
Variance	0.1058910653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15001	30.0%
0.898	70	0.1%
0.902	69	0.1%
0.912	66	0.1%
0.897	66	0.1%
0.891	65	0.1%
0.9	61	0.1%
0.914	61	0.1%
0.917	61	0.1%
0.923	61	0.1%
Other values (5121)	34419	68.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15001	30.0%
1 × 10^-6	3	< 0.1%
1.01 × 10^-6	26	0.1%
1.02 × 10^-6	18	< 0.1%
1.03 × 10^-6	19	< 0.1%
1.04 × 10^-6	19	< 0.1%
1.05 × 10^-6	19	< 0.1%
1.06 × 10^-6	16	< 0.1%
1.07 × 10^-6	19	< 0.1%
1.08 × 10^-6	16	< 0.1%

Value	Count	Frequency (%)
0.996	1	< 0.1%
0.994	1	< 0.1%
0.993	2	< 0.1%
0.992	2	< 0.1%
0.989	1	< 0.1%
0.988	3	< 0.1%
0.987	4	< 0.1%
0.986	3	< 0.1%
0.985	5	< 0.1%
0.984	5	< 0.1%

key
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

G	5727
C	5522
C#	5405
D	5265
A	4825
Other values (7)	23256

Length

Max length	2
Median length	1
Mean length	1.33542
Min length	1

Characters and Unicode

Total characters	66771
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	G#
2nd row	C
3rd row	G#
4th row	F#
5th row	C

Common Values

Value	Count	Frequency (%)
G	5727	11.5%
C	5522	11.0%
C#	5405	10.8%
D	5265	10.5%
A	4825	9.7%
F	4341	8.7%
B	3789	7.6%
E	3760	7.5%
A#	3356	6.7%
G#	3319	6.6%
Other values (2)	4691	9.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	10927	21.9%
g	9046	18.1%
a	8181	16.4%
f	7442	14.9%
d	6855	13.7%
b	3789	7.6%
e	3760	7.5%

Most occurring characters

Value	Count	Frequency (%)
#	16771	25.1%
C	10927	16.4%
G	9046	13.5%
A	8181	12.3%
F	7442	11.1%
D	6855	10.3%
B	3789	5.7%
E	3760	5.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	50000	74.9%
Other Punctuation	16771	25.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	10927	21.9%
G	9046	18.1%
A	8181	16.4%
F	7442	14.9%
D	6855	13.7%
B	3789	7.6%
E	3760	7.5%

Other Punctuation

Value	Count	Frequency (%)
#	16771	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	50000	74.9%
Common	16771	25.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	10927	21.9%
G	9046	18.1%
A	8181	16.4%
F	7442	14.9%
D	6855	13.7%
B	3789	7.6%
E	3760	7.5%

Common

Value	Count	Frequency (%)
#	16771	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66771	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
#	16771	25.1%
C	10927	16.4%
G	9046	13.5%
A	8181	12.3%
F	7442	11.1%
D	6855	10.3%
B	3789	5.7%
E	3760	5.6%

liveness
Real number (ℝ_≥0)

Distinct	1646
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1938964414

Minimum	0.00967
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.00967
5-th percentile	0.0624
Q1	0.0969
median	0.126
Q3	0.244
95-th percentile	0.551
Maximum	1
Range	0.99033
Interquartile range (IQR)	0.1471

Descriptive statistics

Standard deviation	0.1616370683
Coefficient of variation (CV)	0.8336257597
Kurtosis	5.710038571
Mean	0.1938964414
Median Absolute Deviation (MAD)	0.0441
Skewness	2.249483817
Sum	9694.82207
Variance	0.02612654184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11	625	1.2%
0.108	610	1.2%
0.111	609	1.2%
0.109	552	1.1%
0.107	542	1.1%
0.112	527	1.1%
0.104	510	1.0%
0.105	489	1.0%
0.106	487	1.0%
0.103	481	1.0%
Other values (1636)	44568	89.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00967	1	< 0.1%
0.0136	1	< 0.1%
0.0157	1	< 0.1%
0.0169	1	< 0.1%
0.0173	1	< 0.1%
0.0188	2	< 0.1%
0.0191	1	< 0.1%
0.0194	1	< 0.1%
0.0196	1	< 0.1%
0.0204	1	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0.996	1	< 0.1%
0.993	1	< 0.1%
0.992	1	< 0.1%
0.991	2	< 0.1%
0.99	3	< 0.1%
0.989	2	< 0.1%
0.988	3	< 0.1%
0.987	2	< 0.1%
0.986	2	< 0.1%

loudness
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17247
Distinct (%)	34.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9.1337611

Minimum	-47.046
Maximum	3.744
Zeros	1
Zeros (%)	< 0.1%
Negative	49952
Negative (%)	99.9%
Memory size	781.2 KiB

Quantile statistics

Minimum	-47.046
5-th percentile	-22.96625
Q1	-10.86
median	-7.2765
Q3	-5.173
95-th percentile	-3.065
Maximum	3.744
Range	50.79
Interquartile range (IQR)	5.687

Descriptive statistics

Standard deviation	6.162989636
Coefficient of variation (CV)	-0.6747482848
Kurtosis	4.004900246
Mean	-9.1337611
Median Absolute Deviation (MAD)	2.5445
Skewness	-1.87135502
Sum	-456688.055
Variance	37.98244125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.443	19	< 0.1%
-5.133	17	< 0.1%
-7.066	17	< 0.1%
-5.013	16	< 0.1%
-5.982	16	< 0.1%
-5.606	16	< 0.1%
-5.587	16	< 0.1%
-6.217	15	< 0.1%
-4.159	15	< 0.1%
-5.016	15	< 0.1%
Other values (17237)	49838	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-47.046	1	< 0.1%
-46.985	1	< 0.1%
-46.507	1	< 0.1%
-46.122	1	< 0.1%
-46.052	1	< 0.1%
-44.406	1	< 0.1%
-44.108	1	< 0.1%
-44.046	1	< 0.1%
-43.407	1	< 0.1%
-43.135	1	< 0.1%

Value	Count	Frequency (%)
3.744	1	< 0.1%
1.949	1	< 0.1%
1.893	1	< 0.1%
1.61	1	< 0.1%
1.585	1	< 0.1%
1.342	1	< 0.1%
1.314	1	< 0.1%
1.275	1	< 0.1%
1.023	1	< 0.1%
1.012	1	< 0.1%

mode
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Major	32099
Minor	17901

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	250000
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Major
2nd row	Minor
3rd row	Major
4th row	Major
5th row	Minor

Common Values

Value	Count	Frequency (%)
Major	32099	64.2%
Minor	17901	35.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
major	32099	64.2%
minor	17901	35.8%

Most occurring characters

Value	Count	Frequency (%)
M	50000	20.0%
o	50000	20.0%
r	50000	20.0%
a	32099	12.8%
j	32099	12.8%
i	17901	7.2%
n	17901	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	200000	80.0%
Uppercase Letter	50000	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	50000	25.0%
r	50000	25.0%
a	32099	16.0%
j	32099	16.0%
i	17901	9.0%
n	17901	9.0%

Uppercase Letter

Value	Count	Frequency (%)
M	50000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	250000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	50000	20.0%
o	50000	20.0%
r	50000	20.0%
a	32099	12.8%
j	32099	12.8%
i	17901	7.2%
n	17901	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	250000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	50000	20.0%
o	50000	20.0%
r	50000	20.0%
a	32099	12.8%
j	32099	12.8%
i	17901	7.2%
n	17901	7.2%

speechiness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1337
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.093586474

Minimum	0.0223
Maximum	0.942
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.0223
5-th percentile	0.0281
Q1	0.0361
median	0.0489
Q3	0.098525
95-th percentile	0.323
Maximum	0.942
Range	0.9197
Interquartile range (IQR)	0.062425

Descriptive statistics

Standard deviation	0.1013731809
Coefficient of variation (CV)	1.083203336
Kurtosis	7.413530414
Mean	0.093586474
Median Absolute Deviation (MAD)	0.017
Skewness	2.47477924
Sum	4679.3237
Variance	0.0102765218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0332	173	0.3%
0.0337	155	0.3%
0.0315	153	0.3%
0.0329	152	0.3%
0.0362	148	0.3%
0.0336	147	0.3%
0.0358	146	0.3%
0.0363	145	0.3%
0.0335	143	0.3%
0.0343	143	0.3%
Other values (1327)	48495	97.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0223	1	< 0.1%
0.0224	3	< 0.1%
0.0225	1	< 0.1%
0.0226	2	< 0.1%
0.0227	1	< 0.1%
0.0228	6	< 0.1%
0.0229	3	< 0.1%
0.023	2	< 0.1%
0.0231	8	< 0.1%
0.0232	5	< 0.1%

Value	Count	Frequency (%)
0.942	1	< 0.1%
0.941	1	< 0.1%
0.939	1	< 0.1%
0.932	1	< 0.1%
0.927	1	< 0.1%
0.922	3	< 0.1%
0.92	1	< 0.1%
0.918	2	< 0.1%
0.904	1	< 0.1%
0.889	1	< 0.1%

tempo
Categorical

HIGH CARDINALITY

Distinct	29394
Distinct (%)	58.8%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

?	4980
120.0	17
140.007	17
100.00299999999999	16
130.016	15
Other values (29389)	44955

Length

Max length	18
Median length	7
Mean length	8.40992
Min length	1

Characters and Unicode

Total characters	420496
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20719 ?
Unique (%)	41.4%

Sample

1st row	142.016
2nd row	79.71
3rd row	171.433
4th row	77.291
5th row	?

Common Values

Value	Count	Frequency (%)
?	4980	10.0%
120.0	17	< 0.1%
140.007	17	< 0.1%
100.00299999999999	16	< 0.1%
130.016	15	< 0.1%
100.00200000000001	15	< 0.1%
120.015	15	< 0.1%
100.014	15	< 0.1%
120.005	14	< 0.1%
95.006	14	< 0.1%
Other values (29384)	44882	89.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	4980	10.0%
120.0	17	< 0.1%
140.007	17	< 0.1%
100.00299999999999	16	< 0.1%
100.014	15	< 0.1%
100.00200000000001	15	< 0.1%
130.016	15	< 0.1%
120.015	15	< 0.1%
120.005	14	< 0.1%
119.985	14	< 0.1%
Other values (29384)	44882	89.8%

Most occurring characters

Value	Count	Frequency (%)
9	91131	21.7%
0	80520	19.1%
1	55478	13.2%
.	45020	10.7%
2	24202	5.8%
7	22384	5.3%
8	22345	5.3%
3	19087	4.5%
5	19025	4.5%
4	18995	4.5%
Other values (2)	22309	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	370496	88.1%
Other Punctuation	50000	11.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	91131	24.6%
0	80520	21.7%
1	55478	15.0%
2	24202	6.5%
7	22384	6.0%
8	22345	6.0%
3	19087	5.2%
5	19025	5.1%
4	18995	5.1%
6	17329	4.7%

Other Punctuation

Value	Count	Frequency (%)
.	45020	90.0%
?	4980	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	420496	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	91131	21.7%
0	80520	19.1%
1	55478	13.2%
.	45020	10.7%
2	24202	5.8%
7	22384	5.3%
8	22345	5.3%
3	19087	4.5%
5	19025	4.5%
4	18995	4.5%
Other values (2)	22309	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	420496	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	91131	21.7%
0	80520	19.1%
1	55478	13.2%
.	45020	10.7%
2	24202	5.8%
7	22384	5.3%
8	22345	5.3%
3	19087	4.5%
5	19025	4.5%
4	18995	4.5%
Other values (2)	22309	5.3%

obtained_date
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

4-Apr	44748
3-Apr	4067
5-Apr	784
1-Apr	400
0/4	1

Length

Max length	5
Median length	5
Mean length	4.99996
Min length	3

Characters and Unicode

Total characters	249998
Distinct characters	10
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	4-Apr
2nd row	4-Apr
3rd row	4-Apr
4th row	4-Apr
5th row	4-Apr

Common Values

Value	Count	Frequency (%)
4-Apr	44748	89.5%
3-Apr	4067	8.1%
5-Apr	784	1.6%
1-Apr	400	0.8%
0/4	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
4-apr	44748	89.5%
3-apr	4067	8.1%
5-apr	784	1.6%
1-apr	400	0.8%
0/4	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
-	49999	20.0%
A	49999	20.0%
p	49999	20.0%
r	49999	20.0%
4	44749	17.9%
3	4067	1.6%
5	784	0.3%
1	400	0.2%
0	1	< 0.1%
/	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	99998	40.0%
Decimal Number	50001	20.0%
Dash Punctuation	49999	20.0%
Uppercase Letter	49999	20.0%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	44749	89.5%
3	4067	8.1%
5	784	1.6%
1	400	0.8%
0	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
p	49999	50.0%
r	49999	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	49999	100.0%

Uppercase Letter

Value	Count	Frequency (%)
A	49999	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	149997	60.0%
Common	100001	40.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	49999	50.0%
4	44749	44.7%
3	4067	4.1%
5	784	0.8%
1	400	0.4%
0	1	< 0.1%
/	1	< 0.1%

Latin

Value	Count	Frequency (%)
A	49999	33.3%
p	49999	33.3%
r	49999	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	249998	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	49999	20.0%
A	49999	20.0%
p	49999	20.0%
r	49999	20.0%
4	44749	17.9%
3	4067	1.6%
5	784	0.3%
1	400	0.2%
0	1	< 0.1%
/	1	< 0.1%

valence
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1615
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.456264486

Minimum	0
Maximum	0.992
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0664
Q1	0.257
median	0.448
Q3	0.648
95-th percentile	0.877
Maximum	0.992
Range	0.992
Interquartile range (IQR)	0.391

Descriptive statistics

Standard deviation	0.2471187357
Coefficient of variation (CV)	0.5416129095
Kurtosis	-0.9321348606
Mean	0.456264486
Median Absolute Deviation (MAD)	0.195
Skewness	0.1324011837
Sum	22813.2243
Variance	0.06106766955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.338	100	0.2%
0.324	95	0.2%
0.332	93	0.2%
0.351	91	0.2%
0.37	87	0.2%
0.358	86	0.2%
0.362	85	0.2%
0.347	84	0.2%
0.304	84	0.2%
0.392	83	0.2%
Other values (1605)	49112	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.0193	1	< 0.1%
0.0205	1	< 0.1%
0.0234	1	< 0.1%
0.0241	1	< 0.1%
0.0246	1	< 0.1%
0.0247	1	< 0.1%
0.0251	1	< 0.1%
0.0252	1	< 0.1%
0.0259	1	< 0.1%

Value	Count	Frequency (%)
0.992	1	< 0.1%
0.99	1	< 0.1%
0.989	1	< 0.1%
0.987	1	< 0.1%
0.986	1	< 0.1%
0.985	4	< 0.1%
0.984	1	< 0.1%
0.983	1	< 0.1%
0.982	3	< 0.1%
0.981	1	< 0.1%

music_genre
Categorical

HIGH CORRELATION
UNIFORM

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.2 KiB

Country	5000
Blues	5000
Anime	5000
Electronic	5000
Rap	5000
Other values (5)	25000

Length

Max length	11
Median length	6
Mean length	6.5
Min length	3

Characters and Unicode

Total characters	325000
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Alternative
2nd row	Alternative
3rd row	Alternative
4th row	Alternative
5th row	Alternative

Common Values

Value	Count	Frequency (%)
Country	5000	10.0%
Blues	5000	10.0%
Anime	5000	10.0%
Electronic	5000	10.0%
Rap	5000	10.0%
Hip-Hop	5000	10.0%
Rock	5000	10.0%
Classical	5000	10.0%
Alternative	5000	10.0%
Jazz	5000	10.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
alternative	5000	10.0%
classical	5000	10.0%
anime	5000	10.0%
jazz	5000	10.0%
country	5000	10.0%
rap	5000	10.0%
electronic	5000	10.0%
hip-hop	5000	10.0%
blues	5000	10.0%
rock	5000	10.0%

Most occurring characters

Value	Count	Frequency (%)
l	25000	7.7%
e	25000	7.7%
a	25000	7.7%
i	25000	7.7%
t	20000	6.2%
n	20000	6.2%
c	20000	6.2%
o	20000	6.2%
r	15000	4.6%
s	15000	4.6%
Other values (15)	115000	35.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	265000	81.5%
Uppercase Letter	55000	16.9%
Dash Punctuation	5000	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	25000	9.4%
e	25000	9.4%
a	25000	9.4%
i	25000	9.4%
t	20000	7.5%
n	20000	7.5%
c	20000	7.5%
o	20000	7.5%
r	15000	5.7%
s	15000	5.7%
Other values (7)	55000	20.8%

Uppercase Letter

Value	Count	Frequency (%)
A	10000	18.2%
C	10000	18.2%
H	10000	18.2%
R	10000	18.2%
B	5000	9.1%
E	5000	9.1%
J	5000	9.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	320000	98.5%
Common	5000	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	25000	7.8%
e	25000	7.8%
a	25000	7.8%
i	25000	7.8%
t	20000	6.2%
n	20000	6.2%
c	20000	6.2%
o	20000	6.2%
r	15000	4.7%
s	15000	4.7%
Other values (14)	110000	34.4%

Common

Value	Count	Frequency (%)
-	5000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	325000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	25000	7.7%
e	25000	7.7%
a	25000	7.7%
i	25000	7.7%
t	20000	6.2%
n	20000	6.2%
c	20000	6.2%
o	20000	6.2%
r	15000	4.6%
s	15000	4.6%
Other values (15)	115000	35.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	instance_id	artist_name	track_hash	track_name	popularity	acousticness	danceability	duration_ms	energy	instrumentalness	key	liveness	loudness	mode	speechiness	tempo	obtained_date	valence	music_genre
0	20012	Avenged Sevenfold	0caajoOsHzQOZtIXitnRUN	Requiem	49	0.000104	0.532	261573	0.953	0.007650	G#	0.1190	-5.667	Major	0.0394	142.016	4-Apr	0.485	Alternative
1	20018	BADBADNOTGOOD	0bdabO15YOj0iZPg2OujAw	In Your Eyes (feat. Charlotte Day Wilson)	50	0.430000	0.495	247055	0.533	0.000672	C	0.1060	-5.802	Minor	0.0295	79.71	4-Apr	0.424	Alternative
2	20042	System Of A Down	0blIe8ZSUusQfh4hvBNWoD	F**k The System	48	0.002160	0.474	132733	0.994	0.126000	G#	0.3140	-1.884	Major	0.1030	171.433	4-Apr	0.847	Alternative
3	20057	Jeremy Camp	0CBM2iiBZmfKntDeQYboqU	There Will Be A Day	48	0.109000	0.344	279440	0.667	0.000000	F#	0.1030	-5.705	Major	0.0385	77.291	4-Apr	0.208	Alternative
4	20066	Three Days Grace	0c1gHntWjKD7QShC8s99sq	It's All Over	50	0.003050	0.321	249320	0.820	0.000000	C	0.3400	-4.459	Minor	0.0422	?	4-Apr	0.198	Alternative
5	20077	Dounia	0hORgg6aV6GgDn5VQfZpcl	LOWKEY GRL (feat. Moroccan Doll)	42	0.290000	0.420	-1	0.824	0.000000	A#	0.1170	-3.704	Minor	0.1670	79.723	4-Apr	0.458	Alternative
6	20082	Phil Wickham	0JKY13K1Io2aqXJb96UyzX	At Your Name (Yahweh, Yahweh)	41	0.000465	0.270	234467	0.766	0.000006	A	0.0874	-5.202	Major	0.0394	167.925	4-Apr	0.189	Alternative
7	20083	Always Never	0IKYsgkoaylTKGzrlfrpu7	It's Over	47	0.249000	0.633	142452	0.451	0.002290	D#	0.1110	-5.160	Minor	0.0603	154.983	4-Apr	0.130	Alternative
8	20087	empty_field	02zTH6cajCe9dXVyzimBdu	So Far Away	63	0.012000	0.407	243573	0.896	0.000000	F#	0.1960	-2.935	Major	0.0630	138.697	3-Apr	0.156	Alternative
9	20124	Toad The Wet Sprocket	0i5el041vd6nxrGEU8QRxy	Fall Down	42	0.115000	0.444	202385	0.886	0.000688	C	0.1640	-5.705	Major	0.0335	?	4-Apr	0.736	Alternative

Last rows

	instance_id	artist_name	track_hash	track_name	popularity	acousticness	danceability	duration_ms	energy	instrumentalness	key	liveness	loudness	mode	speechiness	tempo	obtained_date	valence	music_genre
49990	91664	blink-182	4y8a8CPp9ZzumIXZAluxgW	Mutt	58	0.0152	0.576	203800	0.935	0.000005	A	0.3490	-3.963	Major	0.0514	105.801	4-Apr	0.737	Rock
49991	91667	The Mamas & The Papas	5iBP84nYff7zzoYGSfOwgf	California Dreamin' - Single Version	75	0.3520	0.552	162373	0.616	0.000000	C#	0.0501	-9.785	Minor	0.0346	112.44200000000001	4-Apr	0.667	Rock
49992	91669	Red Hot Chili Peppers	5Hv1QAbRWrUSUHaT0CmnMS	Dani California	77	0.0170	0.553	283000	0.865	0.000010	A	0.2670	-4.751	Minor	0.0409	96.161	4-Apr	0.735	Rock
49993	91687	The Black Keys	51kIxmllDJKx6H30tS1yQ1	I'll Be Your Man	51	0.4300	0.597	140933	0.729	0.000281	A	0.1670	-3.350	Major	0.0327	120.086	4-Apr	0.712	Rock
49994	91700	Theory of a Deadman	53mrVsi49rLHIaKBiSvElG	Wake Up Call	51	0.0814	0.245	235067	0.715	0.000000	G	0.3410	-6.192	Major	0.0372	75.028	4-Apr	0.367	Rock
49995	91712	The Beatles	7hpFYWL3cw5m4y70cce7Zb	Day Tripper - Remastered 2015	68	0.1200	0.665	169000	0.782	0.000004	F#	0.1250	-8.438	Minor	0.0307	137.453	4-Apr	0.731	Rock
49996	91726	The Beatles	7JRN5xOUIrnI4crUMOt6X4	I Feel Fine - Remastered 2015	63	0.0904	0.564	139347	0.827	0.000004	G	0.1270	-7.089	Major	0.0283	89.84700000000001	4-Apr	0.912	Rock
49997	91728	Sugarland	507bYMYfbm6sUS9iEAaeSd	Something More	53	0.3130	0.590	216733	0.850	0.000000	E	0.1160	-4.419	Major	0.0582	102.265	4-Apr	0.415	Rock
49998	91730	Vinyl Theatre	7IQsZqlZ53UIXFjzHOkraF	Breaking Up My Bones	61	0.0125	0.608	185429	0.899	0.000000	D	0.2110	-3.185	Major	0.0392	105.03200000000001	4-Apr	0.652	Rock
49999	91759	MKTO	7K8KNuwZAKKktkfPMosFsM	American Dream	64	0.1140	0.554	225747	0.767	0.000000	C	0.2310	-5.043	Major	0.0497	122.846	4-Apr	0.497	Rock

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Other Symbol

Math Symbol

Dash Punctuation

Open Punctuation

Close Punctuation

Space Separator

Connector Punctuation

Currency Symbol

Modifier Letter

Final Punctuation

Most occurring scripts

Most frequent character per script

Latin

Han

Common

Hiragana

Katakana

Greek

Most occurring blocks

Most frequent character per block

ASCII

Latin 1 Sup

Dingbats

Latin Ext A

CJK

Geometric Shapes

Hiragana

None

Misc Symbols

Katakana

Punctuation

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Other Symbol

Open Punctuation

Close Punctuation

Dash Punctuation

Final Punctuation

Initial Punctuation

Modifier Letter

Format

Modifier Symbol

Space Separator

Currency Symbol